{"id":"W4405187552","doi":"10.2139/ssrn.5046807","title":"This Time Has Been Different: Climate Policy Resilience Following Covid-19, Inflation and Russia's Invasion of Ukraine","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Resilience (materials science); Coronavirus disease 2019 (COVID-19); Inflation (cosmology); Climate change; 2019-20 coronavirus outbreak; Psychological resilience; Political science; Natural resource economics; Economics; Biology; Ecology; Medicine; Psychology; Virology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315368,0.0001126444,0.0003842796,0.0005371719,0.001846675,0.006149878,0.000472787,0.002592985,0.008127238],"category_scores_gemma":[0.003873661,0.0001201768,0.0004003673,0.00060656,0.001775343,0.002923679,0.00336548,0.002292499,0.0003862942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783148,"about_ca_system_score_gemma":0.002678209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02688271,"about_ca_topic_score_gemma":0.0313625,"domain_scores_codex":[0.9994271,0.00007768698,0.00003320634,0.00008572267,0.00006233138,0.0003139902],"domain_scores_gemma":[0.999018,0.0001945833,0.0003520912,0.00006870321,0.0001237648,0.0002429928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002658887,0.000320678,0.2185958,0.0004242574,0.0005531508,0.004138629,0.02395094,0.01533611,0.006734888,0.6526048,0.02201245,0.05266956],"study_design_scores_gemma":[0.00009196795,0.0004724221,0.6790088,0.0003792188,0.0002019631,0.0006685667,0.06308872,0.004760372,0.002599392,0.1629085,0.08560967,0.0002104631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408012,0.001017626,0.0005030823,0.02825142,0.000257599,0.00001156816,0.0005293318,0.0000283893,0.02859982],"genre_scores_gemma":[0.9974676,0.0001589933,0.00003698018,0.0004937836,0.0000305047,0.000002809072,0.00005185394,0.000007974113,0.001749478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02688271,"threshold_uncertainty_score":0.05345249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345013633772585,"score_gpt":0.2770744814106049,"score_spread":0.263624345072879,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}